Dataset statistics
| Number of variables | 37 |
|---|---|
| Number of observations | 113387 |
| Missing cells | 629002 |
| Missing cells (%) | 15.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 119.7 MiB |
| Average record size in memory | 1.1 KiB |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 18 |
| Boolean | 2 |
| Unsupported | 3 |
id has a high cardinality: 113387 distinct values | High cardinality |
n1 is highly correlated with n2 and 3 other fields | High correlation |
n2 is highly correlated with n1 and 3 other fields | High correlation |
n3 is highly correlated with n7 | High correlation |
n7 is highly correlated with n1 and 4 other fields | High correlation |
n8 is highly correlated with n1 and 2 other fields | High correlation |
n10 is highly correlated with n1 and 2 other fields | High correlation |
n1 is highly correlated with n2 and 2 other fields | High correlation |
n2 is highly correlated with n1 and 2 other fields | High correlation |
n3 is highly correlated with n7 and 1 other fields | High correlation |
n7 is highly correlated with n1 and 3 other fields | High correlation |
n8 is highly correlated with n1 and 1 other fields | High correlation |
n10 is highly correlated with n3 and 1 other fields | High correlation |
n1 is highly correlated with n2 and 1 other fields | High correlation |
n2 is highly correlated with n1 and 1 other fields | High correlation |
n7 is highly correlated with n10 | High correlation |
n8 is highly correlated with n1 and 1 other fields | High correlation |
n10 is highly correlated with n7 | High correlation |
s17 is highly correlated with s70 | High correlation |
s69 is highly correlated with s16 | High correlation |
s71 is highly correlated with s18 | High correlation |
s18 is highly correlated with s71 | High correlation |
s16 is highly correlated with s69 | High correlation |
s70 is highly correlated with s17 | High correlation |
gender is highly correlated with s16 and 1 other fields | High correlation |
s11 is highly correlated with s16 and 3 other fields | High correlation |
s16 is highly correlated with gender and 9 other fields | High correlation |
s17 is highly correlated with s16 and 4 other fields | High correlation |
s18 is highly correlated with s11 and 7 other fields | High correlation |
s48 is highly correlated with s16 and 2 other fields | High correlation |
s52 is highly correlated with s16 and 5 other fields | High correlation |
s69 is highly correlated with gender and 9 other fields | High correlation |
s70 is highly correlated with s16 and 4 other fields | High correlation |
s71 is highly correlated with s11 and 7 other fields | High correlation |
n1 is highly correlated with n2 and 6 other fields | High correlation |
n2 is highly correlated with n1 and 6 other fields | High correlation |
n3 is highly correlated with n1 and 6 other fields | High correlation |
n5 is highly correlated with n6 | High correlation |
n6 is highly correlated with n1 and 6 other fields | High correlation |
n7 is highly correlated with n1 and 6 other fields | High correlation |
n8 is highly correlated with n1 and 5 other fields | High correlation |
n9 is highly correlated with n1 and 4 other fields | High correlation |
n10 is highly correlated with n1 and 6 other fields | High correlation |
label is highly correlated with s16 and 4 other fields | High correlation |
s54 has 103016 (90.9%) missing values | Missing |
s55 has 100760 (88.9%) missing values | Missing |
s56 has 113387 (100.0%) missing values | Missing |
s57 has 113387 (100.0%) missing values | Missing |
s59 has 113387 (100.0%) missing values | Missing |
label has 85065 (75.0%) missing values | Missing |
id is uniformly distributed | Uniform |
id has unique values | Unique |
s56 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
s57 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
s59 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
n15 has 16263 (14.3%) zeros | Zeros |
Reproduction
| Analysis started | 2022-06-10 11:26:52.271716 |
|---|---|
| Analysis finished | 2022-06-10 11:27:36.520664 |
| Duration | 44.25 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
| Distinct | 85065 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35445.3179 |
| Minimum | 0 |
|---|---|
| Maximum | 85064 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2834.3 |
| Q1 | 14173 |
| median | 28371 |
| Q3 | 56717.5 |
| 95-th percentile | 79394.7 |
| Maximum | 85064 |
| Range | 85064 |
| Interquartile range (IQR) | 42544.5 |
Descriptive statistics
| Standard deviation | 24898.30891 |
|---|---|
| Coefficient of variation (CV) | 0.7024428158 |
| Kurtosis | -1.105929597 |
| Mean | 35445.3179 |
| Median Absolute Deviation (MAD) | 18914 |
| Skewness | 0.4152946951 |
| Sum | 4019038261 |
| Variance | 619925786.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 18877 | 2 | < 0.1% |
| 18888 | 2 | < 0.1% |
| 18887 | 2 | < 0.1% |
| 18886 | 2 | < 0.1% |
| 18885 | 2 | < 0.1% |
| 18884 | 2 | < 0.1% |
| 18883 | 2 | < 0.1% |
| 18882 | 2 | < 0.1% |
| 18881 | 2 | < 0.1% |
| Other values (85055) | 113367 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 2 | |
| 2 | 2 | |
| 3 | 2 | |
| 4 | 2 | |
| 5 | 2 | |
| 6 | 2 | |
| 7 | 2 | |
| 8 | 2 | |
| 9 | 2 |
| Value | Count | Frequency (%) |
| 85064 | 1 | |
| 85063 | 1 | |
| 85062 | 1 | |
| 85061 | 1 | |
| 85060 | 1 | |
| 85059 | 1 | |
| 85058 | 1 | |
| 85057 | 1 | |
| 85056 | 1 | |
| 85055 | 1 |
| Distinct | 113387 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.3 MiB |
| b'gAAAAABinOicS09vrmgh0_JyEHihI13ptO0rCyHP7l76be71PWA2ReUc4HUQn16Fya1z8_VStNnFGaXJF262CgsuMPzOaknSeg==' | 1 |
|---|---|
| b'gAAAAABinOijkypA566Y7gcGOZ8OlOYWEgg8Mk_5_Pv2WQv910IJOs1JnJKSoswXCF_fc9hm08yby8Qgy2LLY3GzTeVyFWwWGg==' | 1 |
| b'gAAAAABinOjCKZRJoKGD1wWK4T3XWP5epAiBAcVIbydTFPjPMA2Y59Di1ZpppguOWw49g38Cv7uvTgnOObGkjprb8hQrDYafFQ==' | 1 |
| b'gAAAAABinOizRXRehUuVFKKTiuJNGRL2FMAjJKnZDN9qvqdHJAFpf4XAWpgxpiRN_pEylabvTRvVHO_iyYSCPrYdr3MbwkTZdA==' | 1 |
| b'gAAAAABinOimpfPRyZXf4DPuYMn8KlNrfqV6_vIjEtuPfglavGrsL5xyUhtHTtfRRoZfAmwlLKvrz_kMBHTIcKWL7qKmUQPiSg==' | 1 |
| Other values (113382) |
Length
| Max length | 103 |
|---|---|
| Median length | 103 |
| Mean length | 103 |
| Min length | 103 |
Characters and Unicode
| Total characters | 11678861 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 113387 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | b'gAAAAABinOicS09vrmgh0_JyEHihI13ptO0rCyHP7l76be71PWA2ReUc4HUQn16Fya1z8_VStNnFGaXJF262CgsuMPzOaknSeg==' |
|---|---|
| 2nd row | b'gAAAAABinOiWGC1WhR6WYP0DA5ssGv9rIekrWUwCdJ8FvkVcSUl2AquMfWqtOqs3AQYGxS13wQv9Tx4GEkPEl5RnbchazqsZcw==' |
| 3rd row | b'gAAAAABinOibTcOBFIVeA4nVF3FuFz_QX3ZlPPFc21gS9EYdw6Wo8Y5agbzfD6hhsaXZCBdrUQVPpZBXYsODc2PDjER2DX5QcA==' |
| 4th row | b'gAAAAABinOig-g3-Q1ggjlMhfUSdn21Aj5yVVeVvXbisuGUmadvbBh5W28jivd2vgGUWVfHtMdC6vNLrDyFM5NgzILAOorgWGA==' |
| 5th row | b'gAAAAABinOiXdoaNUzihOSbyY1tjWtd5EgMaXkkvH6SVbyppsCh4sW4X5QGqFrLNAcfMQ4NPHOLqbNUVKU-5xxvWCwb5tT91Pw==' |
Common Values
| Value | Count | Frequency (%) |
| b'gAAAAABinOicS09vrmgh0_JyEHihI13ptO0rCyHP7l76be71PWA2ReUc4HUQn16Fya1z8_VStNnFGaXJF262CgsuMPzOaknSeg==' | 1 | < 0.1% |
| b'gAAAAABinOijkypA566Y7gcGOZ8OlOYWEgg8Mk_5_Pv2WQv910IJOs1JnJKSoswXCF_fc9hm08yby8Qgy2LLY3GzTeVyFWwWGg==' | 1 | < 0.1% |
| b'gAAAAABinOjCKZRJoKGD1wWK4T3XWP5epAiBAcVIbydTFPjPMA2Y59Di1ZpppguOWw49g38Cv7uvTgnOObGkjprb8hQrDYafFQ==' | 1 | < 0.1% |
| b'gAAAAABinOizRXRehUuVFKKTiuJNGRL2FMAjJKnZDN9qvqdHJAFpf4XAWpgxpiRN_pEylabvTRvVHO_iyYSCPrYdr3MbwkTZdA==' | 1 | < 0.1% |
| b'gAAAAABinOimpfPRyZXf4DPuYMn8KlNrfqV6_vIjEtuPfglavGrsL5xyUhtHTtfRRoZfAmwlLKvrz_kMBHTIcKWL7qKmUQPiSg==' | 1 | < 0.1% |
| b'gAAAAABinOiohulV4_PQMc9bC3YjojrSwIT0ZG_HeipXeFsBI9Y9RHlCXEOzU877fvlmgQ_dwLza2DRT_jXOMPCMjzdry2MJYg==' | 1 | < 0.1% |
| b'gAAAAABinOjI1UGboxX48KQbd2u9ysIRgrwMrpqRujPqqSJrBk0DQKIDR8t3Q6eH79QAzghbnfENqXyOyTHjUUw7n2EUHbiPaA==' | 1 | < 0.1% |
| b'gAAAAABinOju_-xa8S639RpujV1PC6zGcecXfawVw5wk466gJEM0KR8Oe66kZUgI587W_Jy2XSOEApDkMv2PmuUAmSCtu5ZjXg==' | 1 | < 0.1% |
| b'gAAAAABinOjN7wpl3CMaefP78peoKp5MMl7iq-2prQNjjMQZirsLg6MT6rDPGqM4HHw_5-BHYLsgiBxo0NVjF9J-ohp7W8A1kg==' | 1 | < 0.1% |
| b'gAAAAABinOjfXFgXzqMW8g9b2CDQ0sGYD5BmhLCey62hZ_mZjLFDuYhZz-tm5EqVDtYsPeGjNFrw54avw2kOpCgi3o2QROXhWQ==' | 1 | < 0.1% |
| Other values (113377) | 113377 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| b'gaaaaabinoics09vrmgh0_jyehihi13pto0rcyhp7l76be71pwa2reuc4huqn16fya1z8_vstnnfgaxjf262cgsumpzoaknseg | 1 | < 0.1% |
| b'gaaaaabinoizfrale3zmaqhl1ux4ffui5lz9r-gkrk06cjdh_rkebne5j6ayf0un3gdpfgshwrn1xaiiniupizjnmkloolieaa | 1 | < 0.1% |
| b'gaaaaabinoiyfrgmhzu5slaayktwjbrhpnjcypvxqpnfcegg_-eygdg_9f43uyqqd9ok9mkzlmuyqmf9ly0pk0gozfdqzbfmia | 1 | < 0.1% |
| b'gaaaaabinoixqjg5rjpzshsaqrjhp8u_21fwetw89efnxr9ftb8fh3plyl5ev8psgkzrz0gybpckfs3ldv44cbp12ftatgrtfw | 1 | < 0.1% |
| b'gaaaaabinoic9rpk09lv7q2k7bmbzxst0zlua8sft7x0zu92omuyqexuohsyx-ubx1jlsbooyn9pptykg6nas-hibfvbnv3wow | 1 | < 0.1% |
| b'gaaaaabinoiwr-5mklxyj9hkimylh2xnhjeywiipt94iypkqenbqh9nezdgg27apxcq4nzhzsc8-sqrrxsggxemge3oslznzfw | 1 | < 0.1% |
| b'gaaaaabinoiwojfncdi_4ynxirygki_rpyp_4lrn0qudm6b6ug2xeumlslet6b3jsfms1yp3wschxf0lqlgpla_mdzsh2xgiuq | 1 | < 0.1% |
| b'gaaaaabinoieinoucnx-mhyzbo0_dldtmh1cb7opn_mncdiqiryjivxswhwugykxfd87triclgcsjjtzemml9anbpsyt9iusza | 1 | < 0.1% |
| b'gaaaaabinoid6obuufesrjiycahsi4zryczn53dwd9qqdri7wrujd5cxyhipvrzgbddy1fmivzvbtn4n4pbgojej2abjimfpqq | 1 | < 0.1% |
| b'gaaaaabinoizn9dh3ix0mez68xy7n84c4nbp_8trnlygwpztchz4idwdiwt9i3jrefbwmiq7biugodmgv2ludfkllvjrxq8qyq | 1 | < 0.1% |
| Other values (113377) | 113377 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 747195 | 6.4% |
| i | 348181 | 3.0% |
| g | 295632 | 2.5% |
| b | 267627 | 2.3% |
| n | 265934 | 2.3% |
| O | 264428 | 2.3% |
| B | 264245 | 2.3% |
| ' | 226774 | 1.9% |
| = | 226774 | 1.9% |
| j | 183357 | 1.6% |
| Other values (56) | 8588714 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 4790875 | |
| Lowercase Letter | 4604551 | |
| Decimal Number | 1526176 | 13.1% |
| Other Punctuation | 226774 | 1.9% |
| Math Symbol | 226774 | 1.9% |
| Dash Punctuation | 152075 | 1.3% |
| Connector Punctuation | 151636 | 1.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 747195 | 15.6% |
| O | 264428 | 5.5% |
| B | 264245 | 5.5% |
| Q | 179762 | 3.8% |
| Z | 154206 | 3.2% |
| W | 154160 | 3.2% |
| X | 153768 | 3.2% |
| Y | 153476 | 3.2% |
| V | 152530 | 3.2% |
| P | 151819 | 3.2% |
| Other values (16) | 2415286 |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 348181 | 7.6% |
| g | 295632 | 6.4% |
| b | 267627 | 5.8% |
| n | 265934 | 5.8% |
| j | 183357 | 4.0% |
| w | 181612 | 3.9% |
| c | 154269 | 3.4% |
| d | 153971 | 3.3% |
| k | 153953 | 3.3% |
| e | 153769 | 3.3% |
| Other values (16) | 2446246 |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 153165 | |
| 2 | 153116 | |
| 1 | 153057 | |
| 0 | 152879 | |
| 4 | 152655 | |
| 3 | 152615 | |
| 5 | 152496 | |
| 7 | 152419 | |
| 9 | 152178 | |
| 8 | 151596 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 226774 |
Math Symbol
| Value | Count | Frequency (%) |
| = | 226774 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 152075 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 151636 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9395426 | |
| Common | 2283435 | 19.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 747195 | 8.0% |
| i | 348181 | 3.7% |
| g | 295632 | 3.1% |
| b | 267627 | 2.8% |
| n | 265934 | 2.8% |
| O | 264428 | 2.8% |
| B | 264245 | 2.8% |
| j | 183357 | 2.0% |
| w | 181612 | 1.9% |
| Q | 179762 | 1.9% |
| Other values (42) | 6397453 |
Common
| Value | Count | Frequency (%) |
| ' | 226774 | 9.9% |
| = | 226774 | 9.9% |
| 6 | 153165 | 6.7% |
| 2 | 153116 | 6.7% |
| 1 | 153057 | 6.7% |
| 0 | 152879 | 6.7% |
| 4 | 152655 | 6.7% |
| 3 | 152615 | 6.7% |
| 5 | 152496 | 6.7% |
| 7 | 152419 | 6.7% |
| Other values (4) | 607485 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11678861 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 747195 | 6.4% |
| i | 348181 | 3.0% |
| g | 295632 | 2.5% |
| b | 267627 | 2.3% |
| n | 265934 | 2.3% |
| O | 264428 | 2.3% |
| B | 264245 | 2.3% |
| ' | 226774 | 1.9% |
| = | 226774 | 1.9% |
| j | 183357 | 1.6% |
| Other values (56) | 8588714 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 113387 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | M |
| 4th row | F |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 90851 | |
| F | 22536 | 19.9% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| m | 90851 | |
| f | 22536 | 19.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 90851 | |
| F | 22536 | 19.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 113387 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 90851 | |
| F | 22536 | 19.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 113387 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 90851 | |
| F | 22536 | 19.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113387 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 90851 | |
| F | 22536 | 19.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 110.9 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 92728 | |
| False | 20659 | 18.2% |
s12
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 110.9 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 98886 | |
| False | 14501 | 12.8% |
s13
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| 1 | |
|---|---|
| 0 | 4424 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 113387 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 108963 | |
| 0 | 4424 | 3.9% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 108963 | |
| 0 | 4424 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 108963 | |
| 0 | 4424 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 113387 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 108963 | |
| 0 | 4424 | 3.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 113387 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 108963 | |
| 0 | 4424 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113387 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 108963 | |
| 0 | 4424 | 3.9% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| D | |
|---|---|
| B | |
| C | 2023 |
| A | 1121 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 113387 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | D |
|---|---|
| 2nd row | D |
| 3rd row | D |
| 4th row | D |
| 5th row | B |
Common Values
| Value | Count | Frequency (%) |
| D | 65844 | |
| B | 44399 | |
| C | 2023 | 1.8% |
| A | 1121 | 1.0% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| d | 65844 | |
| b | 44399 | |
| c | 2023 | 1.8% |
| a | 1121 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 65844 | |
| B | 44399 | |
| C | 2023 | 1.8% |
| A | 1121 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 113387 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 65844 | |
| B | 44399 | |
| C | 2023 | 1.8% |
| A | 1121 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 113387 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| D | 65844 | |
| B | 44399 | |
| C | 2023 | 1.8% |
| A | 1121 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113387 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| D | 65844 | |
| B | 44399 | |
| C | 2023 | 1.8% |
| A | 1121 | 1.0% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| D | |
|---|---|
| C | |
| B | |
| A | 500 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 113387 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | D |
|---|---|
| 2nd row | D |
| 3rd row | D |
| 4th row | D |
| 5th row | D |
Common Values
| Value | Count | Frequency (%) |
| D | 88077 | |
| C | 13106 | 11.6% |
| B | 11704 | 10.3% |
| A | 500 | 0.4% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| d | 88077 | |
| c | 13106 | 11.6% |
| b | 11704 | 10.3% |
| a | 500 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 88077 | |
| C | 13106 | 11.6% |
| B | 11704 | 10.3% |
| A | 500 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 113387 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 88077 | |
| C | 13106 | 11.6% |
| B | 11704 | 10.3% |
| A | 500 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 113387 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| D | 88077 | |
| C | 13106 | 11.6% |
| B | 11704 | 10.3% |
| A | 500 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113387 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| D | 88077 | |
| C | 13106 | 11.6% |
| B | 11704 | 10.3% |
| A | 500 | 0.4% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| B | |
|---|---|
| D | |
| C | |
| A | 278 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 113387 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | B |
| 3rd row | B |
| 4th row | B |
| 5th row | D |
Common Values
| Value | Count | Frequency (%) |
| B | 88821 | |
| D | 12699 | 11.2% |
| C | 11589 | 10.2% |
| A | 278 | 0.2% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| b | 88821 | |
| d | 12699 | 11.2% |
| c | 11589 | 10.2% |
| a | 278 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 88821 | |
| D | 12699 | 11.2% |
| C | 11589 | 10.2% |
| A | 278 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 113387 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 88821 | |
| D | 12699 | 11.2% |
| C | 11589 | 10.2% |
| A | 278 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 113387 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| B | 88821 | |
| D | 12699 | 11.2% |
| C | 11589 | 10.2% |
| A | 278 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113387 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 88821 | |
| D | 12699 | 11.2% |
| C | 11589 | 10.2% |
| A | 278 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 113387 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 60808 | |
| 0 | 52579 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 60808 | |
| 0 | 52579 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 60808 | |
| 0 | 52579 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 113387 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 60808 | |
| 0 | 52579 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 113387 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 60808 | |
| 0 | 52579 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113387 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 60808 | |
| 0 | 52579 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| 1 | |
|---|---|
| l | |
| 0 | 3905 |
| o | 825 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 113387 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | l |
Common Values
| Value | Count | Frequency (%) |
| 1 | 66093 | |
| l | 42564 | |
| 0 | 3905 | 3.4% |
| o | 825 | 0.7% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 66093 | |
| l | 42564 | |
| 0 | 3905 | 3.4% |
| o | 825 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 66093 | |
| l | 42564 | |
| 0 | 3905 | 3.4% |
| o | 825 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 69998 | |
| Lowercase Letter | 43389 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 66093 | |
| 0 | 3905 | 5.6% |
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 42564 | |
| o | 825 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 69998 | |
| Latin | 43389 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 66093 | |
| 0 | 3905 | 5.6% |
Latin
| Value | Count | Frequency (%) |
| l | 42564 | |
| o | 825 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113387 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 66093 | |
| l | 42564 | |
| 0 | 3905 | 3.4% |
| o | 825 | 0.7% |
s53
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.4 MiB |
| 10155 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.910439468 |
| Min length | 1 |
Characters and Unicode
| Total characters | 216619 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 103232 | ||
| 10155 | 9.0% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring characters
| Value | Count | Frequency (%) |
| 216619 |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 216619 |
Most frequent character per category
Space Separator
| Value | Count | Frequency (%) |
| 216619 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 216619 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 216619 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 216619 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 216619 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 103016 |
| Missing (%) | 90.9% |
| Memory size | 3.7 MiB |
| 22 | |
|---|---|
| ba | |
| b2 | |
| bb | |
| ab | |
| Other values (4) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 20742 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | b2 |
|---|---|
| 2nd row | aa |
| 3rd row | b2 |
| 4th row | 22 |
| 5th row | 2a |
Common Values
| Value | Count | Frequency (%) |
| 22 | 1216 | 1.1% |
| ba | 1201 | 1.1% |
| b2 | 1175 | 1.0% |
| bb | 1151 | 1.0% |
| ab | 1150 | 1.0% |
| a2 | 1148 | 1.0% |
| 2b | 1143 | 1.0% |
| 2a | 1120 | 1.0% |
| aa | 1067 | 0.9% |
| (Missing) | 103016 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 22 | 1216 | |
| ba | 1201 | |
| b2 | 1175 | |
| bb | 1151 | |
| ab | 1150 | |
| a2 | 1148 | |
| 2b | 1143 | |
| 2a | 1120 | |
| aa | 1067 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 7018 | |
| b | 6971 | |
| a | 6753 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13724 | |
| Decimal Number | 7018 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 6971 | |
| a | 6753 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 7018 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13724 | |
| Common | 7018 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 6971 | |
| a | 6753 |
Common
| Value | Count | Frequency (%) |
| 2 | 7018 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20742 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 7018 | |
| b | 6971 | |
| a | 6753 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 100760 |
| Missing (%) | 88.9% |
| Memory size | 3.8 MiB |
| 2K | |
|---|---|
| k2 | |
| Kk | |
| 2k | |
| K2 | |
| Other values (4) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 25254 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | kK |
|---|---|
| 2nd row | kk |
| 3rd row | 2K |
| 4th row | k2 |
| 5th row | KK |
Common Values
| Value | Count | Frequency (%) |
| 2K | 1473 | 1.3% |
| k2 | 1464 | 1.3% |
| Kk | 1421 | 1.3% |
| 2k | 1419 | 1.3% |
| K2 | 1398 | 1.2% |
| 22 | 1386 | 1.2% |
| kk | 1380 | 1.2% |
| KK | 1378 | 1.2% |
| kK | 1308 | 1.2% |
| (Missing) | 100760 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| kk | 5487 | |
| 2k | 2892 | |
| k2 | 2862 | |
| 22 | 1386 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 8526 | |
| k | 8372 | |
| K | 8356 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8526 | |
| Lowercase Letter | 8372 | |
| Uppercase Letter | 8356 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 8526 |
Lowercase Letter
| Value | Count | Frequency (%) |
| k | 8372 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 8356 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16728 | |
| Common | 8526 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| k | 8372 | |
| K | 8356 |
Common
| Value | Count | Frequency (%) |
| 2 | 8526 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25254 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 8526 | |
| k | 8372 | |
| K | 8356 |
s58
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| B | |
|---|---|
| A | 10163 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 113387 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | B |
| 3rd row | B |
| 4th row | B |
| 5th row | B |
Common Values
| Value | Count | Frequency (%) |
| B | 103224 | |
| A | 10163 | 9.0% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| b | 103224 | |
| a | 10163 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 103224 | |
| A | 10163 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 113387 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 103224 | |
| A | 10163 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 113387 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| B | 103224 | |
| A | 10163 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113387 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| B | 103224 | |
| A | 10163 | 9.0% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| x | |
|---|---|
| ~1 | |
| C` | 2023 |
| 0 | 1121 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.409412014 |
| Min length | 1 |
Characters and Unicode
| Total characters | 159809 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | x |
|---|---|
| 2nd row | x |
| 3rd row | x |
| 4th row | x |
| 5th row | ~1 |
Common Values
| Value | Count | Frequency (%) |
| x | 65844 | |
| ~1 | 44399 | |
| C` | 2023 | 1.8% |
| 0 | 1121 | 1.0% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| x | 65844 | |
| 1 | 44399 | |
| c | 2023 | 1.8% |
| 0 | 1121 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| x | 65844 | |
| ~ | 44399 | |
| 1 | 44399 | |
| C | 2023 | 1.3% |
| ` | 2023 | 1.3% |
| 0 | 1121 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 65844 | |
| Decimal Number | 45520 | |
| Math Symbol | 44399 | |
| Uppercase Letter | 2023 | 1.3% |
| Modifier Symbol | 2023 | 1.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 44399 | |
| 0 | 1121 | 2.5% |
Lowercase Letter
| Value | Count | Frequency (%) |
| x | 65844 |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 44399 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 2023 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 2023 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 91942 | |
| Latin | 67867 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| ~ | 44399 | |
| 1 | 44399 | |
| ` | 2023 | 2.2% |
| 0 | 1121 | 1.2% |
Latin
| Value | Count | Frequency (%) |
| x | 65844 | |
| C | 2023 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 159809 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| x | 65844 | |
| ~ | 44399 | |
| 1 | 44399 | |
| C | 2023 | 1.3% |
| ` | 2023 | 1.3% |
| 0 | 1121 | 0.7% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 MiB |
| op: D | |
|---|---|
| op: C | |
| op: B | |
| op: A | 500 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 566935 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | op: D |
|---|---|
| 2nd row | op: D |
| 3rd row | op: D |
| 4th row | op: D |
| 5th row | op: D |
Common Values
| Value | Count | Frequency (%) |
| op: D | 88077 | |
| op: C | 13106 | 11.6% |
| op: B | 11704 | 10.3% |
| op: A | 500 | 0.4% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| op | 113387 | |
| d | 88077 | |
| c | 13106 | 5.8% |
| b | 11704 | 5.2% |
| a | 500 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 113387 | |
| p | 113387 | |
| : | 113387 | |
| 113387 | ||
| D | 88077 | |
| C | 13106 | 2.3% |
| B | 11704 | 2.1% |
| A | 500 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 226774 | |
| Other Punctuation | 113387 | |
| Space Separator | 113387 | |
| Uppercase Letter | 113387 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 88077 | |
| C | 13106 | 11.6% |
| B | 11704 | 10.3% |
| A | 500 | 0.4% |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 113387 | |
| p | 113387 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 113387 |
Space Separator
| Value | Count | Frequency (%) |
| 113387 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 340161 | |
| Common | 226774 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 113387 | |
| p | 113387 | |
| D | 88077 | |
| C | 13106 | 3.9% |
| B | 11704 | 3.4% |
| A | 500 | 0.1% |
Common
| Value | Count | Frequency (%) |
| : | 113387 | |
| 113387 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 566935 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 113387 | |
| p | 113387 | |
| : | 113387 | |
| 113387 | ||
| D | 88077 | |
| C | 13106 | 2.3% |
| B | 11704 | 2.1% |
| A | 500 | 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| b | |
|---|---|
| d | |
| c | |
| a | 278 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 113387 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | b |
|---|---|
| 2nd row | b |
| 3rd row | b |
| 4th row | b |
| 5th row | d |
Common Values
| Value | Count | Frequency (%) |
| b | 88821 | |
| d | 12699 | 11.2% |
| c | 11589 | 10.2% |
| a | 278 | 0.2% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| b | 88821 | |
| d | 12699 | 11.2% |
| c | 11589 | 10.2% |
| a | 278 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 88821 | |
| d | 12699 | 11.2% |
| c | 11589 | 10.2% |
| a | 278 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 113387 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 88821 | |
| d | 12699 | 11.2% |
| c | 11589 | 10.2% |
| a | 278 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 113387 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 88821 | |
| d | 12699 | 11.2% |
| c | 11589 | 10.2% |
| a | 278 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113387 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 88821 | |
| d | 12699 | 11.2% |
| c | 11589 | 10.2% |
| a | 278 | 0.2% |
| Distinct | 113363 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.72889787 |
| Minimum | 1.774084461 |
|---|---|
| Maximum | 21.11485611 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 1.774084461 |
|---|---|
| 5-th percentile | 4.124044859 |
| Q1 | 6.787560437 |
| median | 10.06541224 |
| Q3 | 14.81984078 |
| 95-th percentile | 18.05616167 |
| Maximum | 21.11485611 |
| Range | 19.34077165 |
| Interquartile range (IQR) | 8.032280343 |
Descriptive statistics
| Standard deviation | 4.601925623 |
|---|---|
| Coefficient of variation (CV) | 0.4289280855 |
| Kurtosis | -1.107815423 |
| Mean | 10.72889787 |
| Median Absolute Deviation (MAD) | 3.727073984 |
| Skewness | 0.2215451042 |
| Sum | 1216517.543 |
| Variance | 21.17771944 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.093814103 | 2 | < 0.1% |
| 5.699384925 | 2 | < 0.1% |
| 15.91907144 | 2 | < 0.1% |
| 12.66961381 | 2 | < 0.1% |
| 2.943601695 | 2 | < 0.1% |
| 7.309778907 | 2 | < 0.1% |
| 6.913160985 | 2 | < 0.1% |
| 15.97342861 | 2 | < 0.1% |
| 15.40259147 | 2 | < 0.1% |
| 16.0456206 | 2 | < 0.1% |
| Other values (113353) | 113367 |
| Value | Count | Frequency (%) |
| 1.774084461 | 1 | |
| 1.939002053 | 1 | |
| 1.958042164 | 1 | |
| 2.024112865 | 1 | |
| 2.080210455 | 1 | |
| 2.085171536 | 1 | |
| 2.089145454 | 1 | |
| 2.131933703 | 1 | |
| 2.16078524 | 1 | |
| 2.164483577 | 1 |
| Value | Count | Frequency (%) |
| 21.11485611 | 1 | |
| 21.05710978 | 1 | |
| 21.02535465 | 1 | |
| 21.01846433 | 1 | |
| 21.0101079 | 1 | |
| 21.00741258 | 1 | |
| 20.98851351 | 1 | |
| 20.95100841 | 1 | |
| 20.88691317 | 1 | |
| 20.88273283 | 1 |
| Distinct | 113366 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.667674863 |
| Minimum | 0.296709497 |
|---|---|
| Maximum | 3.168021053 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 0.296709497 |
|---|---|
| 5-th percentile | 0.7179505193 |
| Q1 | 1.049385924 |
| median | 1.516055163 |
| Q3 | 2.263937922 |
| 95-th percentile | 2.877659488 |
| Maximum | 3.168021053 |
| Range | 2.871311556 |
| Interquartile range (IQR) | 1.214551998 |
Descriptive statistics
| Standard deviation | 0.6934665555 |
|---|---|
| Coefficient of variation (CV) | 0.4158283913 |
| Kurtosis | -1.1431 |
| Mean | 1.667674863 |
| Median Absolute Deviation (MAD) | 0.586635793 |
| Skewness | 0.2616204153 |
| Sum | 189092.6497 |
| Variance | 0.4808958636 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.821856927 | 2 | < 0.1% |
| 1.197313977 | 2 | < 0.1% |
| 1.049362764 | 2 | < 0.1% |
| 0.5177537 | 2 | < 0.1% |
| 2.543341057 | 2 | < 0.1% |
| 1.108138532 | 2 | < 0.1% |
| 1.13279202 | 2 | < 0.1% |
| 2.822703617 | 2 | < 0.1% |
| 2.428719076 | 2 | < 0.1% |
| 0.92758357 | 2 | < 0.1% |
| Other values (113356) | 113367 |
| Value | Count | Frequency (%) |
| 0.296709497 | 1 | |
| 0.311726656 | 1 | |
| 0.327281396 | 1 | |
| 0.330369534 | 1 | |
| 0.33619084 | 1 | |
| 0.338512538 | 1 | |
| 0.338818045 | 1 | |
| 0.347795988 | 1 | |
| 0.349772519 | 1 | |
| 0.352544583 | 1 |
| Value | Count | Frequency (%) |
| 3.168021053 | 1 | |
| 3.164088323 | 1 | |
| 3.162576072 | 1 | |
| 3.158033447 | 1 | |
| 3.157257533 | 1 | |
| 3.151486094 | 1 | |
| 3.148616026 | 1 | |
| 3.146893443 | 1 | |
| 3.146752503 | 1 | |
| 3.146012808 | 1 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.593560108 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 558 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.214352861 |
|---|---|
| Coefficient of variation (CV) | 0.4820559238 |
| Kurtosis | -1.151281205 |
| Mean | 4.593560108 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2862941049 |
| Sum | 520850 |
| Variance | 4.903358594 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 3 | 40305 | |
| 6 | 24530 | |
| 7 | 11847 | 10.4% |
| 2 | 11708 | 10.3% |
| 8 | 9795 | 8.6% |
| 4 | 4943 | 4.4% |
| 1 | 4064 | 3.6% |
| 9 | 4006 | 3.5% |
| 5 | 1630 | 1.4% |
| 0 | 558 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 558 | 0.5% |
| 1 | 4064 | 3.6% |
| 2 | 11708 | 10.3% |
| 3 | 40305 | |
| 4 | 4943 | 4.4% |
| 5 | 1630 | 1.4% |
| 6 | 24530 | |
| 7 | 11847 | 10.4% |
| 8 | 9795 | 8.6% |
| 9 | 4006 | 3.5% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 9 | 4006 | 3.5% |
| 8 | 9795 | 8.6% |
| 7 | 11847 | 10.4% |
| 6 | 24530 | |
| 5 | 1630 | 1.4% |
| 4 | 4943 | 4.4% |
| 3 | 40305 | |
| 2 | 11708 | 10.3% |
| 1 | 4064 | 3.6% |
n4
Real number (ℝ≥0)
| Distinct | 113365 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.976887119 |
| Minimum | 1.700369869 |
|---|---|
| Maximum | 8.613252434 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 1.700369869 |
|---|---|
| 5-th percentile | 2.160462834 |
| Q1 | 2.619604941 |
| median | 4.678687354 |
| Q3 | 7.202718296 |
| 95-th percentile | 8.138034148 |
| Maximum | 8.613252434 |
| Range | 6.912882565 |
| Interquartile range (IQR) | 4.583113355 |
Descriptive statistics
| Standard deviation | 2.276387425 |
|---|---|
| Coefficient of variation (CV) | 0.4573918136 |
| Kurtosis | -1.649140808 |
| Mean | 4.976887119 |
| Median Absolute Deviation (MAD) | 2.209445207 |
| Skewness | 0.1040968649 |
| Sum | 564314.2998 |
| Variance | 5.18193971 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.865290526 | 2 | < 0.1% |
| 7.255500114 | 2 | < 0.1% |
| 2.189635576 | 2 | < 0.1% |
| 7.981655718 | 2 | < 0.1% |
| 3.427701344 | 2 | < 0.1% |
| 2.814842279 | 2 | < 0.1% |
| 3.904074055 | 2 | < 0.1% |
| 2.291912997 | 2 | < 0.1% |
| 7.836124585 | 2 | < 0.1% |
| 7.936359604 | 2 | < 0.1% |
| Other values (113355) | 113367 |
| Value | Count | Frequency (%) |
| 1.700369869 | 1 | |
| 1.719516966 | 1 | |
| 1.734737844 | 1 | |
| 1.753548473 | 1 | |
| 1.767863942 | 1 | |
| 1.770215635 | 1 | |
| 1.773764646 | 1 | |
| 1.775047774 | 1 | |
| 1.776712637 | 1 | |
| 1.779436735 | 1 |
| Value | Count | Frequency (%) |
| 8.613252434 | 1 | |
| 8.594620331 | 1 | |
| 8.594404213 | 1 | |
| 8.57491436 | 1 | |
| 8.571802072 | 1 | |
| 8.565165935 | 1 | |
| 8.557999678 | 1 | |
| 8.539105214 | 1 | |
| 8.535201087 | 1 | |
| 8.534177989 | 1 |
| Distinct | 112707 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -32.60482695 |
| Minimum | -33.16758925 |
|---|---|
| Maximum | -32.28077893 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 113387 |
| Negative (%) | 100.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | -33.16758925 |
|---|---|
| 5-th percentile | -33.03599128 |
| Q1 | -32.77962034 |
| median | -32.57518866 |
| Q3 | -32.39457643 |
| 95-th percentile | -32.32864307 |
| Maximum | -32.28077893 |
| Range | 0.88681032 |
| Interquartile range (IQR) | 0.385043915 |
Descriptive statistics
| Standard deviation | 0.2384319083 |
|---|---|
| Coefficient of variation (CV) | -0.007312779445 |
| Kurtosis | -1.006521473 |
| Mean | -32.60482695 |
| Median Absolute Deviation (MAD) | 0.1967408 |
| Skewness | -0.5624198378 |
| Sum | -3696963.513 |
| Variance | 0.0568497749 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -32.57599175 | 3 | < 0.1% |
| -32.57598792 | 3 | < 0.1% |
| -32.39606422 | 3 | < 0.1% |
| -32.45221619 | 3 | < 0.1% |
| -32.57706519 | 3 | < 0.1% |
| -32.57729977 | 3 | < 0.1% |
| -32.57626444 | 3 | < 0.1% |
| -32.57528045 | 3 | < 0.1% |
| -32.39568145 | 3 | < 0.1% |
| -32.51010803 | 2 | < 0.1% |
| Other values (112697) | 113358 |
| Value | Count | Frequency (%) |
| -33.16758925 | 1 | |
| -33.16025022 | 1 | |
| -33.15006895 | 1 | |
| -33.14900828 | 1 | |
| -33.14791433 | 1 | |
| -33.14774673 | 1 | |
| -33.14725246 | 1 | |
| -33.14539614 | 1 | |
| -33.14334263 | 1 | |
| -33.14300113 | 1 |
| Value | Count | Frequency (%) |
| -32.28077893 | 1 | |
| -32.28438917 | 1 | |
| -32.28479701 | 1 | |
| -32.28513615 | 1 | |
| -32.28775193 | 1 | |
| -32.28848832 | 1 | |
| -32.28906505 | 1 | |
| -32.28918013 | 1 | |
| -32.28986352 | 1 | |
| -32.28987655 | 1 |
| Distinct | 113069 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01588148892 |
| Minimum | 0.000270732 |
|---|---|
| Maximum | 0.030076548 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 0.000270732 |
|---|---|
| 5-th percentile | 0.0051016514 |
| Q1 | 0.010491255 |
| median | 0.016583825 |
| Q3 | 0.0199328425 |
| 95-th percentile | 0.0273264422 |
| Maximum | 0.030076548 |
| Range | 0.029805816 |
| Interquartile range (IQR) | 0.0094415875 |
Descriptive statistics
| Standard deviation | 0.006760490411 |
|---|---|
| Coefficient of variation (CV) | 0.4256836651 |
| Kurtosis | -0.7167156142 |
| Mean | 0.01588148892 |
| Median Absolute Deviation (MAD) | 0.005084856 |
| Skewness | 0.03457326076 |
| Sum | 1800.754384 |
| Variance | 4.57042306 × 10-5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.010354599 | 3 | < 0.1% |
| 0.016569437 | 2 | < 0.1% |
| 0.018995275 | 2 | < 0.1% |
| 0.029486196 | 2 | < 0.1% |
| 0.018145187 | 2 | < 0.1% |
| 0.018520021 | 2 | < 0.1% |
| 0.015828682 | 2 | < 0.1% |
| 0.016459712 | 2 | < 0.1% |
| 0.006707772 | 2 | < 0.1% |
| 0.005966407 | 2 | < 0.1% |
| Other values (113059) | 113366 |
| Value | Count | Frequency (%) |
| 0.000270732 | 1 | |
| 0.000334156 | 1 | |
| 0.000511322 | 1 | |
| 0.000517345 | 1 | |
| 0.000584433 | 1 | |
| 0.000591787 | 1 | |
| 0.000665768 | 1 | |
| 0.00068025 | 1 | |
| 0.000718428 | 1 | |
| 0.000719415 | 1 |
| Value | Count | Frequency (%) |
| 0.030076548 | 1 | |
| 0.030068688 | 1 | |
| 0.03005024 | 1 | |
| 0.030048473 | 1 | |
| 0.030046935 | 1 | |
| 0.030046035 | 1 | |
| 0.03003842 | 1 | |
| 0.030026451 | 1 | |
| 0.030023867 | 1 | |
| 0.030023206 | 1 |
| Distinct | 113367 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.112285321 |
| Minimum | -9.517985619 |
|---|---|
| Maximum | -8.581279248 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 113387 |
| Negative (%) | 100.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | -9.517985619 |
|---|---|
| 5-th percentile | -9.36790321 |
| Q1 | -9.254451765 |
| median | -9.179367667 |
| Q3 | -8.984399901 |
| 95-th percentile | -8.731592407 |
| Maximum | -8.581279248 |
| Range | 0.936706371 |
| Interquartile range (IQR) | 0.2700518635 |
Descriptive statistics
| Standard deviation | 0.1972145113 |
|---|---|
| Coefficient of variation (CV) | -0.0216427059 |
| Kurtosis | -0.53171111 |
| Mean | -9.112285321 |
| Median Absolute Deviation (MAD) | 0.105877586 |
| Skewness | 0.6972478535 |
| Sum | -1033214.696 |
| Variance | 0.03889356347 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -9.431126419 | 2 | < 0.1% |
| -9.139576174 | 2 | < 0.1% |
| -9.260379306 | 2 | < 0.1% |
| -9.050309079 | 2 | < 0.1% |
| -9.2600349 | 2 | < 0.1% |
| -9.262981086 | 2 | < 0.1% |
| -9.052934755 | 2 | < 0.1% |
| -9.144623141 | 2 | < 0.1% |
| -9.212598123 | 2 | < 0.1% |
| -9.243398488 | 2 | < 0.1% |
| Other values (113357) | 113367 |
| Value | Count | Frequency (%) |
| -9.517985619 | 1 | |
| -9.516943841 | 1 | |
| -9.512157519 | 1 | |
| -9.508630666 | 1 | |
| -9.50803226 | 1 | |
| -9.503392371 | 1 | |
| -9.503040586 | 1 | |
| -9.501366609 | 1 | |
| -9.500789524 | 1 | |
| -9.496252604 | 1 |
| Value | Count | Frequency (%) |
| -8.581279248 | 1 | |
| -8.585663817 | 1 | |
| -8.586582817 | 1 | |
| -8.589346144 | 1 | |
| -8.59006057 | 1 | |
| -8.591600012 | 1 | |
| -8.592063409 | 1 | |
| -8.592864086 | 1 | |
| -8.594404494 | 1 | |
| -8.595695866 | 1 |
| Distinct | 113363 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.635853896 |
| Minimum | 1.16905687 |
|---|---|
| Maximum | 2.186356921 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 1.16905687 |
|---|---|
| 5-th percentile | 1.411766804 |
| Q1 | 1.493679085 |
| median | 1.554885988 |
| Q3 | 1.784963247 |
| 95-th percentile | 2.027568444 |
| Maximum | 2.186356921 |
| Range | 1.017300051 |
| Interquartile range (IQR) | 0.291284162 |
Descriptive statistics
| Standard deviation | 0.1898397667 |
|---|---|
| Coefficient of variation (CV) | 0.116049341 |
| Kurtosis | -0.1886849229 |
| Mean | 1.635853896 |
| Median Absolute Deviation (MAD) | 0.091809278 |
| Skewness | 0.842356928 |
| Sum | 185484.5657 |
| Variance | 0.03603913702 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.516065072 | 2 | < 0.1% |
| 1.463622772 | 2 | < 0.1% |
| 1.476191033 | 2 | < 0.1% |
| 1.51719351 | 2 | < 0.1% |
| 1.472390555 | 2 | < 0.1% |
| 1.488792795 | 2 | < 0.1% |
| 1.555304009 | 2 | < 0.1% |
| 1.567276391 | 2 | < 0.1% |
| 1.516276602 | 2 | < 0.1% |
| 1.475339827 | 2 | < 0.1% |
| Other values (113353) | 113367 |
| Value | Count | Frequency (%) |
| 1.16905687 | 1 | |
| 1.178469391 | 1 | |
| 1.181329266 | 1 | |
| 1.186666973 | 1 | |
| 1.191015749 | 1 | |
| 1.191701441 | 1 | |
| 1.194381841 | 1 | |
| 1.194943992 | 1 | |
| 1.196472485 | 1 | |
| 1.196925197 | 1 |
| Value | Count | Frequency (%) |
| 2.186356921 | 1 | |
| 2.182525256 | 1 | |
| 2.181490566 | 1 | |
| 2.177805611 | 1 | |
| 2.175606854 | 1 | |
| 2.175567032 | 1 | |
| 2.175558577 | 1 | |
| 2.175066606 | 1 | |
| 2.174802502 | 1 | |
| 2.174237416 | 1 |
| Distinct | 113362 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.325540283 |
| Minimum | 2.410793158 |
|---|---|
| Maximum | 11.26997233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 2.410793158 |
|---|---|
| 5-th percentile | 2.856418959 |
| Q1 | 3.519582709 |
| median | 4.852390828 |
| Q3 | 6.623488795 |
| 95-th percentile | 9.316947379 |
| Maximum | 11.26997233 |
| Range | 8.859179172 |
| Interquartile range (IQR) | 3.103906086 |
Descriptive statistics
| Standard deviation | 2.165350215 |
|---|---|
| Coefficient of variation (CV) | 0.4065972841 |
| Kurtosis | -0.3605864102 |
| Mean | 5.325540283 |
| Median Absolute Deviation (MAD) | 1.469872557 |
| Skewness | 0.7767584196 |
| Sum | 603847.0361 |
| Variance | 4.688741555 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.146334601 | 2 | < 0.1% |
| 5.763149815 | 2 | < 0.1% |
| 4.84421249 | 2 | < 0.1% |
| 3.414839799 | 2 | < 0.1% |
| 3.587611761 | 2 | < 0.1% |
| 5.861967088 | 2 | < 0.1% |
| 5.626316437 | 2 | < 0.1% |
| 3.109181081 | 2 | < 0.1% |
| 3.837438821 | 2 | < 0.1% |
| 6.545726963 | 2 | < 0.1% |
| Other values (113352) | 113367 |
| Value | Count | Frequency (%) |
| 2.410793158 | 1 | |
| 2.474281022 | 1 | |
| 2.479153563 | 1 | |
| 2.481758128 | 1 | |
| 2.484034178 | 1 | |
| 2.489079229 | 1 | |
| 2.491490066 | 1 | |
| 2.493526628 | 1 | |
| 2.502395141 | 1 | |
| 2.502491135 | 1 |
| Value | Count | Frequency (%) |
| 11.26997233 | 1 | |
| 11.25738665 | 1 | |
| 11.24595448 | 1 | |
| 11.2148695 | 1 | |
| 11.21337744 | 1 | |
| 11.20484442 | 1 | |
| 11.19319787 | 1 | |
| 11.1902454 | 1 | |
| 11.18524487 | 1 | |
| 11.18221532 | 1 |
| Distinct | 113356 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.039585076 |
| Minimum | 1.173464522 |
|---|---|
| Maximum | 12.07756695 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 1.173464522 |
|---|---|
| 5-th percentile | 3.539557229 |
| Q1 | 4.44571828 |
| median | 5.397394001 |
| Q3 | 6.633313795 |
| 95-th percentile | 11.37145969 |
| Maximum | 12.07756695 |
| Range | 10.90410243 |
| Interquartile range (IQR) | 2.187595515 |
Descriptive statistics
| Standard deviation | 2.354330606 |
|---|---|
| Coefficient of variation (CV) | 0.3898166143 |
| Kurtosis | 0.381734206 |
| Mean | 6.039585076 |
| Median Absolute Deviation (MAD) | 1.111120574 |
| Skewness | 1.143342389 |
| Sum | 684810.433 |
| Variance | 5.542872601 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11.05970153 | 2 | < 0.1% |
| 6.484406167 | 2 | < 0.1% |
| 4.009319627 | 2 | < 0.1% |
| 6.538144136 | 2 | < 0.1% |
| 5.464757319 | 2 | < 0.1% |
| 4.881422991 | 2 | < 0.1% |
| 5.521412629 | 2 | < 0.1% |
| 6.130747099 | 2 | < 0.1% |
| 3.772820443 | 2 | < 0.1% |
| 4.015413263 | 2 | < 0.1% |
| Other values (113346) | 113367 |
| Value | Count | Frequency (%) |
| 1.173464522 | 1 | |
| 1.314492624 | 1 | |
| 1.412813865 | 1 | |
| 1.53423372 | 1 | |
| 1.539174479 | 1 | |
| 1.584585289 | 1 | |
| 1.586597078 | 1 | |
| 1.62693036 | 1 | |
| 1.632092213 | 1 | |
| 1.632151818 | 1 |
| Value | Count | Frequency (%) |
| 12.07756695 | 1 | |
| 12.02913485 | 1 | |
| 12.02425946 | 1 | |
| 12.02103017 | 1 | |
| 12.01891735 | 1 | |
| 12.01529049 | 1 | |
| 12.01442022 | 1 | |
| 12.00808204 | 1 | |
| 12.00644963 | 1 | |
| 12.00138702 | 1 |
n11
Real number (ℝ≥0)
| Distinct | 113370 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.699805939 |
| Minimum | 1.500005729 |
|---|---|
| Maximum | 1.899994972 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 1.500005729 |
|---|---|
| 5-th percentile | 1.519940048 |
| Q1 | 1.599951801 |
| median | 1.699381553 |
| Q3 | 1.800060988 |
| 95-th percentile | 1.87957317 |
| Maximum | 1.899994972 |
| Range | 0.399989243 |
| Interquartile range (IQR) | 0.2001091875 |
Descriptive statistics
| Standard deviation | 0.1154061583 |
|---|---|
| Coefficient of variation (CV) | 0.0678937258 |
| Kurtosis | -1.201676636 |
| Mean | 1.699805939 |
| Median Absolute Deviation (MAD) | 0.100057787 |
| Skewness | 0.001989261382 |
| Sum | 192735.896 |
| Variance | 0.01331858138 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.54557692 | 2 | < 0.1% |
| 1.72038717 | 2 | < 0.1% |
| 1.549196718 | 2 | < 0.1% |
| 1.893329762 | 2 | < 0.1% |
| 1.526292387 | 2 | < 0.1% |
| 1.699457382 | 2 | < 0.1% |
| 1.881179282 | 2 | < 0.1% |
| 1.796284765 | 2 | < 0.1% |
| 1.692133854 | 2 | < 0.1% |
| 1.593160986 | 2 | < 0.1% |
| Other values (113360) | 113367 |
| Value | Count | Frequency (%) |
| 1.500005729 | 1 | |
| 1.500009476 | 1 | |
| 1.500020518 | 1 | |
| 1.500024454 | 1 | |
| 1.500025308 | 1 | |
| 1.500025373 | 1 | |
| 1.500027948 | 1 | |
| 1.500028182 | 1 | |
| 1.500029947 | 1 | |
| 1.500033384 | 1 |
| Value | Count | Frequency (%) |
| 1.899994972 | 1 | |
| 1.899987797 | 1 | |
| 1.899984842 | 1 | |
| 1.899984252 | 1 | |
| 1.899981126 | 1 | |
| 1.89998088 | 1 | |
| 1.899980718 | 1 | |
| 1.89997164 | 1 | |
| 1.899963764 | 1 | |
| 1.899958892 | 1 |
n12
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| 0 | |
|---|---|
| 1 | 1171 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 113387 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 112216 | |
| 1 | 1171 | 1.0% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 112216 | |
| 1 | 1171 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 112216 | |
| 1 | 1171 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 113387 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 112216 | |
| 1 | 1171 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 113387 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 112216 | |
| 1 | 1171 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113387 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 112216 | |
| 1 | 1171 | 1.0% |
n13
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| 0 | |
|---|---|
| 1 | 10227 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 113387 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 103160 | |
| 1 | 10227 | 9.0% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 103160 | |
| 1 | 10227 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 103160 | |
| 1 | 10227 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 113387 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 103160 | |
| 1 | 10227 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 113387 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 103160 | |
| 1 | 10227 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113387 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 103160 | |
| 1 | 10227 | 9.0% |
n14
Real number (ℝ≥0)
| Distinct | 113383 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4991697331 |
| Minimum | 3 × 10-6 |
|---|---|
| Maximum | 0.999989791 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 3 × 10-6 |
|---|---|
| 5-th percentile | 0.04912658 |
| Q1 | 0.2489890355 |
| median | 0.498620263 |
| Q3 | 0.74990486 |
| 95-th percentile | 0.9497758781 |
| Maximum | 0.999989791 |
| Range | 0.999986791 |
| Interquartile range (IQR) | 0.5009158245 |
Descriptive statistics
| Standard deviation | 0.2889957541 |
|---|---|
| Coefficient of variation (CV) | 0.5789528791 |
| Kurtosis | -1.201052449 |
| Mean | 0.4991697331 |
| Median Absolute Deviation (MAD) | 0.250357071 |
| Skewness | 0.004446066482 |
| Sum | 56599.35853 |
| Variance | 0.08351854591 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.597463843 | 2 | < 0.1% |
| 0.239754626 | 2 | < 0.1% |
| 0.351114447 | 2 | < 0.1% |
| 0.193552915 | 2 | < 0.1% |
| 0.631220343 | 1 | < 0.1% |
| 0.39271807 | 1 | < 0.1% |
| 0.186813202 | 1 | < 0.1% |
| 0.431876498 | 1 | < 0.1% |
| 0.644873137 | 1 | < 0.1% |
| 0.68632081 | 1 | < 0.1% |
| Other values (113373) | 113373 |
| Value | Count | Frequency (%) |
| 3 × 10-6 | 1 | |
| 3.16 × 10-5 | 1 | |
| 3.95 × 10-5 | 1 | |
| 4.57 × 10-5 | 1 | |
| 0.000100503 | 1 | |
| 0.000100832 | 1 | |
| 0.000102229 | 1 | |
| 0.000103982 | 1 | |
| 0.000104648 | 1 | |
| 0.000106972 | 1 |
| Value | Count | Frequency (%) |
| 0.999989791 | 1 | |
| 0.999989057 | 1 | |
| 0.999979632 | 1 | |
| 0.999960027 | 1 | |
| 0.999959972 | 1 | |
| 0.999956322 | 1 | |
| 0.999948772 | 1 | |
| 0.999945166 | 1 | |
| 0.999936904 | 1 | |
| 0.999930157 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.002769277 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 16263 |
| Zeros (%) | 14.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 886.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.003302643 |
|---|---|
| Coefficient of variation (CV) | 0.6671517049 |
| Kurtosis | -1.255187304 |
| Mean | 3.002769277 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.003842175665 |
| Sum | 340475 |
| Variance | 4.013221477 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 5 | 16372 | |
| 0 | 16263 | |
| 1 | 16258 | |
| 6 | 16233 | |
| 3 | 16201 | |
| 4 | 16118 | |
| 2 | 15942 |
| Value | Count | Frequency (%) |
| 0 | 16263 | |
| 1 | 16258 | |
| 2 | 15942 | |
| 3 | 16201 | |
| 4 | 16118 | |
| 5 | 16372 | |
| 6 | 16233 |
| Value | Count | Frequency (%) |
| 6 | 16233 | |
| 5 | 16372 | |
| 4 | 16118 | |
| 3 | 16201 | |
| 2 | 15942 | |
| 1 | 16258 | |
| 0 | 16263 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 85065 |
| Missing (%) | 75.0% |
| Memory size | 4.9 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 84966 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 23562 | 20.8% |
| 1.0 | 4760 | 4.2% |
| (Missing) | 85065 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 23562 | |
| 1.0 | 4760 | 16.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 51884 | |
| . | 28322 | |
| 1 | 4760 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 56644 | |
| Other Punctuation | 28322 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 51884 | |
| 1 | 4760 | 8.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 28322 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 84966 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 51884 | |
| . | 28322 | |
| 1 | 4760 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84966 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 51884 | |
| . | 28322 | |
| 1 | 4760 | 5.6% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| df_index | id | gender | s11 | s12 | s13 | s16 | s17 | s18 | s48 | s52 | s53 | s54 | s55 | s56 | s57 | s58 | s59 | s69 | s70 | s71 | n1 | n2 | n3 | n4 | n5 | n6 | n7 | n8 | n9 | n10 | n11 | n12 | n13 | n14 | n15 | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | b'gAAAAABinOicS09vrmgh0_JyEHihI13ptO0rCyHP7l76be71PWA2ReUc4HUQn16Fya1z8_VStNnFGaXJF262CgsuMPzOaknSeg==' | M | Y | N | 1 | D | D | B | 0 | 1 | NaN | kK | NaN | NaN | B | NaN | x | op: D | b | 16.144666 | 1.989441 | 2 | 2.318385 | -32.839277 | 0.017176 | -9.126056 | 1.732291 | 3.698504 | 4.804517 | 1.544484 | 0 | 0 | 0.631220 | 5 | 0.0 | |
| 1 | 1 | b'gAAAAABinOiWGC1WhR6WYP0DA5ssGv9rIekrWUwCdJ8FvkVcSUl2AquMfWqtOqs3AQYGxS13wQv9Tx4GEkPEl5RnbchazqsZcw==' | M | Y | Y | 1 | D | D | B | 1 | 1 | NaN | NaN | NaN | NaN | B | NaN | x | op: D | b | 7.144558 | 0.844866 | 3 | 6.197768 | -32.576597 | 0.013857 | -9.098287 | 1.505885 | 6.791357 | 6.110416 | 1.712354 | 0 | 0 | 0.392746 | 3 | 1.0 | |
| 2 | 2 | b'gAAAAABinOibTcOBFIVeA4nVF3FuFz_QX3ZlPPFc21gS9EYdw6Wo8Y5agbzfD6hhsaXZCBdrUQVPpZBXYsODc2PDjER2DX5QcA==' | M | Y | Y | 1 | D | D | B | 0 | 1 | NaN | NaN | NaN | NaN | B | NaN | x | op: D | b | 6.923236 | 1.042018 | 6 | 7.824401 | -32.510544 | 0.013943 | -9.234894 | 1.503828 | 4.109685 | 3.953226 | 1.804260 | 0 | 0 | 0.222537 | 2 | 0.0 | |
| 3 | 3 | b'gAAAAABinOig-g3-Q1ggjlMhfUSdn21Aj5yVVeVvXbisuGUmadvbBh5W28jivd2vgGUWVfHtMdC6vNLrDyFM5NgzILAOorgWGA==' | F | Y | Y | 1 | D | D | B | 0 | 1 | NaN | NaN | NaN | NaN | B | NaN | x | op: D | b | 5.749840 | 0.781439 | 2 | 8.256767 | -32.398679 | 0.010387 | -9.378025 | 1.485863 | 7.265876 | 4.559419 | 1.537645 | 0 | 0 | 0.154409 | 4 | 0.0 | |
| 4 | 4 | b'gAAAAABinOiXdoaNUzihOSbyY1tjWtd5EgMaXkkvH6SVbyppsCh4sW4X5QGqFrLNAcfMQ4NPHOLqbNUVKU-5xxvWCwb5tT91Pw==' | M | N | Y | 1 | B | D | D | 1 | l | NaN | NaN | NaN | NaN | B | NaN | ~1 | op: D | d | 14.771959 | 1.248188 | 3 | 2.300011 | -32.396746 | 0.016289 | -9.261962 | 1.619210 | 3.737647 | 4.052003 | 1.637831 | 0 | 1 | 0.737560 | 1 | 0.0 | |
| 5 | 5 | b'gAAAAABinOiWbgAxe8Uy9tboiJGZEYK7zcGy6fv8_5Ao4nwN9iCZx70at4UsfDvb3X4JL1Om9_sgAPBUiuuize3v7CwcsFm6Bw==' | M | Y | Y | 1 | D | C | B | 1 | 1 | NaN | NaN | NaN | NaN | B | NaN | x | op: C | b | 11.533397 | 2.062749 | 9 | 2.732090 | -32.865595 | 0.008230 | -8.885964 | 1.845862 | 10.660651 | 11.704121 | 1.568647 | 0 | 0 | 0.687640 | 6 | 0.0 | |
| 6 | 6 | b'gAAAAABinOiYFRgmHZu5sLaAYKtwJbRhPnjCYPVxQPNfCegG_-eyGDg_9F43uYQqD9Ok9MKZlmuyQmf9LY0pk0GOZFDqZbFMIA==' | M | Y | Y | 1 | B | D | B | 1 | l | NaN | NaN | NaN | NaN | B | NaN | ~1 | op: D | b | 16.804580 | 2.671386 | 9 | 7.378877 | -32.577193 | 0.007366 | -8.818020 | 1.535369 | 8.155031 | 11.555441 | 1.543350 | 0 | 0 | 0.983840 | 5 | 1.0 | |
| 7 | 7 | b'gAAAAABinOiXQjg5rjPZsHSAQrJhP8u_21fwETW89EFNxR9FtB8Fh3PlYL5EV8PSGKzRZ0gyBPCkfS3ldV44cbP12fTatgRTFw==' | M | Y | Y | 1 | B | C | B | 0 | l | NaN | NaN | NaN | NaN | A | NaN | ~1 | op: C | b | 12.496399 | 2.437981 | 3 | 7.066580 | -32.312062 | 0.022486 | -9.249317 | 1.811164 | 2.822841 | 6.590523 | 1.694829 | 0 | 0 | 0.777798 | 0 | 0.0 | |
| 8 | 8 | b'gAAAAABinOic9rpK09lv7Q2k7bMbzXsT0ZluA8SfT7x0Zu92oMUyQExuOhSYx-UBx1JLSBOOyN9PptyKg6nAs-HIBfVBNV3wOw==' | F | Y | Y | 1 | D | D | B | 0 | 1 | NaN | NaN | NaN | NaN | B | NaN | x | op: D | b | 17.623142 | 2.284035 | 6 | 8.069883 | -32.359032 | 0.013593 | -9.042350 | 1.510002 | 10.661686 | 11.276986 | 1.779480 | 0 | 0 | 0.557019 | 0 | 0.0 | |
| 9 | 9 | b'gAAAAABinOiWr-5MKlXYJ9hkIMYLh2XNHJeYWIIpt94IyPKqeNbqH9nEZdgg27APXCQ4Nzhzsc8-SqrrXSgGXEMGE3oSLzNZFw==' | M | Y | N | 1 | D | D | B | 0 | 1 | NaN | kk | NaN | NaN | B | NaN | x | op: D | b | 4.387913 | 0.837727 | 6 | 8.326920 | -32.641060 | 0.012796 | -9.326015 | 1.383908 | 2.671842 | 3.940305 | 1.716165 | 0 | 0 | 0.212874 | 1 | 0.0 |
Last rows
| df_index | id | gender | s11 | s12 | s13 | s16 | s17 | s18 | s48 | s52 | s53 | s54 | s55 | s56 | s57 | s58 | s59 | s69 | s70 | s71 | n1 | n2 | n3 | n4 | n5 | n6 | n7 | n8 | n9 | n10 | n11 | n12 | n13 | n14 | n15 | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 113377 | 85055 | b'gAAAAABinOi6zJgX0FYqKLpaYQy0n4T7ramdtG9HFavStHlnZD3lbUJaqa1JlwRhAVNmDymzAawhcQO8HIhCqFiQtiNtL-YQsQ==' | M | Y | Y | 1 | D | D | B | 0 | l | NaN | 2k | NaN | NaN | B | NaN | x | op: D | b | 9.090748 | 1.296913 | 3 | 2.419601 | -32.882083 | 0.005606 | -9.047533 | 1.721072 | 5.568589 | 7.030284 | 1.715815 | 0 | 0 | 0.417793 | 0 | NaN | |
| 113378 | 85056 | b'gAAAAABinOjYpI4tYDhEaE6_TnZmrCXhbw1xx-kIo0nBGVVet_njWWKCpUAqDlGY_IiLKFUUhf_9odKpS-KBeKggxm0-LinpIA==' | M | N | Y | 1 | B | D | B | 0 | 1 | NaN | NaN | NaN | NaN | B | NaN | ~1 | op: D | b | 9.062976 | 1.522332 | 3 | 7.935921 | -32.884312 | 0.010559 | -9.098931 | 1.750456 | 5.383244 | 6.389401 | 1.799633 | 0 | 0 | 0.219736 | 4 | NaN | |
| 113379 | 85057 | b'gAAAAABinOis8yfNwXL7Kt6iRUd_A5Vd2eihkJqs5xbL962BXfvB-RuIETTd5MWquFeJfXiI07SoYp5EjVdtsJr2NIu16JJCeg==' | M | Y | Y | 1 | B | D | B | 1 | l | NaN | NaN | NaN | NaN | B | NaN | ~1 | op: D | b | 13.831526 | 0.871101 | 8 | 6.081569 | -32.773712 | 0.004776 | -8.738072 | 1.525348 | 3.418155 | 10.153321 | 1.568147 | 1 | 0 | 0.273446 | 6 | NaN | |
| 113380 | 85058 | b'gAAAAABinOitJ9_osMoCGx40ogPuQRjX7zn2EYbITg_b8AeXSFAXNU1MA-VIZizTfe9pRVisKKAU9rXB30hsS6G4qo1_U33QTA==' | M | Y | N | 1 | D | D | B | 1 | 1 | NaN | NaN | NaN | NaN | B | NaN | x | op: D | b | 16.352403 | 2.322460 | 9 | 2.104030 | -32.773727 | 0.004826 | -8.817466 | 1.921266 | 9.116104 | 11.117800 | 1.518039 | 0 | 0 | 0.984377 | 0 | NaN | |
| 113381 | 85059 | b'gAAAAABinOi48oACwvgwIxm-EKRlI8J-lwNL_4EQhwIkhbeK9j8VAgHR-IWzOlY7yVxiydHJP9Iyx2ZS3UOMaFy8GTe1t4dnAA==' | M | Y | Y | 0 | B | D | B | 1 | l | NaN | NaN | NaN | NaN | B | NaN | ~1 | op: D | b | 4.689788 | 0.888812 | 6 | 3.508845 | -32.576429 | 0.021379 | -9.290372 | 1.464067 | 3.788834 | 3.573233 | 1.656310 | 0 | 1 | 0.559475 | 2 | NaN | |
| 113382 | 85060 | b'gAAAAABinOjbnJVk2-nOVQsYB9p4DK26fTLLik_UR2H0ZdXBBqQbEPbsImv7TCwlFJpVNo_UoUMU0UhCmpyfcqDLLMAZl-gSTQ==' | M | Y | Y | 1 | C | C | C | 1 | l | NaN | NaN | NaN | NaN | B | NaN | C` | op: C | c | 10.547381 | 1.452660 | 7 | 8.000085 | -32.578221 | 0.011017 | -8.994304 | 1.581816 | 9.265657 | 5.604845 | 1.746737 | 0 | 0 | 0.751100 | 0 | NaN | |
| 113383 | 85061 | b'gAAAAABinOi7ixyXrlKYlx8D9i0-TIPD5elP2k-vuekn1hlXH57UuJovPEBaRy3YoKsLS-BCkQALy4lEyRCREjIPvNkqsXSIiw==' | M | Y | Y | 1 | B | C | C | 1 | l | NaN | NaN | NaN | NaN | B | NaN | ~1 | op: C | c | 10.149117 | 2.168239 | 6 | 6.011115 | -32.447282 | 0.019550 | -9.131275 | 1.526110 | 7.823166 | 5.458373 | 1.669676 | 0 | 0 | 0.903294 | 3 | NaN | |
| 113384 | 85062 | b'gAAAAABinOi31zWSlD0OMhbBd3_weh7Kq6aPeO4yYqnsexwC8nUb0gNYBt8Ulk3l9xJPa-Ej-248UZlSewhrn9HkKagsQEspxQ==' | M | N | Y | 1 | D | A | C | 1 | 1 | NaN | 2k | NaN | NaN | B | NaN | x | op: A | c | 3.744380 | 0.661328 | 2 | 2.112016 | -32.351165 | 0.015461 | -9.249529 | 1.505547 | 6.438985 | 3.429928 | 1.500925 | 0 | 0 | 0.571895 | 3 | NaN | |
| 113385 | 85063 | b'gAAAAABinOjIe7jFVk9k7jiH8Y3rdpUHDTZG2T2isunpNUJuG6H5KXO9l9AVdMsdB6jYN-XX-FkuLZxfrUfHA2NGGq6rrEU4cw==' | M | N | Y | 1 | B | D | D | 1 | l | NaN | NaN | NaN | NaN | B | NaN | ~1 | op: D | d | 10.194615 | 1.557863 | 2 | 2.433086 | -32.363871 | 0.010612 | -9.229158 | 1.833286 | 5.383311 | 6.212552 | 1.730987 | 0 | 0 | 0.655693 | 6 | NaN | |
| 113386 | 85064 | b'gAAAAABinOiiLo4KNZVgClHgtOFRzEU9O97My6MowJFa4ybRyBq3uDzTJVKrJfS7DzU2nqAT06tveVEl23nycx348dbcJqdryA==' | M | Y | Y | 1 | D | D | B | 0 | 1 | NaN | NaN | NaN | NaN | B | NaN | x | op: D | b | 10.109654 | 1.517923 | 0 | 6.809017 | -32.644558 | 0.029553 | -9.225671 | 1.837338 | 3.324490 | 4.890686 | 1.844714 | 0 | 0 | 0.785251 | 2 | NaN |